We install measured, multi-model AI development systems into software teams: governed model routing, cost tracking per task, and a before/after your CFO will accept — running in your infrastructure, not ours.
Book a private fit call 20 minutes, with David directly. No deck, no drip sequence.Personal accounts, pasted code, no standards. Your IP is training someone's model and nobody signed off on it.
Frontier rates on work a model 30× cheaper handles correctly — because nobody measured which tasks need the top tier.
"Are we getting AI productivity?" deserves better than anecdotes. Right now you have anecdotes.
| Tier | Duration | Investment | What you get |
|---|---|---|---|
| Readiness Audit | 2 weeks | $15k | Workflow & tool audit, security and IP-exposure review by counsel, baseline metrics captured, an install plan you own. |
| One-Squad Pilot | 30–45 days | $45k–$90k | The multi-model system installed in your VPC: routing policy, permissions, per-task cost tracking, team training, a before/after dashboard on your own data. |
| Full Rollout | 8–12 weeks | $120k–$300k | 2–6 squads, internal champions trained, approved-model matrix, governance playbook, executive reporting. |
Most AI consultants sell a slide deck about a future. We install a system we have operated for two years — a private multi-GPU inference farm, governed model routing, on-prem privacy with PII stripped before anything reaches a frontier lab — and every claim comes with a measured number from our own operation. We run frontier APIs, cheap APIs, and our own hardware daily, so the recommendation about what belongs where is earned, not guessed.
If we're not a fit, you'll leave with the two changes we'd make anyway. If we are, the audit starts with your baseline — so whatever you decide later, you decide it with data.
[calendar link] · or email david@maplesaisystems.com